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subject area or subject specialism A4 Conversant in Python programming and deep learning algorithms for image analysis. For appointment at Grade 7: A5 Normally Scottish Credit and Qualification Framework level
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: C1 Proficient in programming using Python, and deep learning frameworks such as TensorFlow and PyTorch. C2 Research creativity and cross-discipline collaborative ability as appropriate. C3 Excellent
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challenges and proposing solutions. E6 Experience with challenging library preparation methods. Desirable F1 Experience using various technical software for sequence data analysis, namely R and Python. F2
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E10 Experience in clean-room working E11 Experience in optical polishing E12 Experience in data handling and processing using, e.g. Matlab, Python, LabVIEW E13 Experience with building laboratory
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knowledge of experience with python and modern machine learning architectures (e.g. VAEs, transformers) and libraries (e.g., numpy, pytorch or tensorflow or JAX frameworks). A4 Knowledge of mathematical